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Pycon Lightining Talk

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Avatar for Shravanthi Shravanthi
November 27, 2014
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Pycon Lightining Talk

Avatar for Shravanthi

Shravanthi

November 27, 2014
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Transcript

  1. WWSTAY .COM Emails Classification using Gmail API and LDA Topic

    Model Shravanthi U M/ @shravanthium 27 Sep 2014 Business travel simplified

  2. Challenge Group Mails into Different categories Fresh Ideas for Accommodations

    Anywhere WWSTAY .COM Business travel simplified

  3. Email Classification Algorithms K-Nearest Neighbor Naive Bayes Support Vector Machines

    LDA- Latent Dirichlet Allocation Fresh Ideas for Accommodations Anywhere WWSTAY .COM Business travel simplified

  4. Gmail API Fresh Ideas for Accommodations Anywhere WWSTAY .COM Business

    travel simplified Key resource types • Messages • Labels • Drafts • History • Threads Steps: • Authenticate the user • Call API method • Process the returned list

  5. Gmail API Fresh Ideas for Accommodations Anywhere WWSTAY .COM Business

    travel simplified Information Retrieved: ➢ mail_id ➢ thread_id ➢ from ➢ to ➢ time ➢ Sub ➢ text

  6. Gensim Nltk Fresh Ideas for Accommodations Anywhere WWSTAY .COM Business

    travel simplified Packages

  7. Thank You Fresh Ideas for Accommodations Anywhere WWSTAY .COM Business

    travel simplified